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Research Article

Nonlinear and extra-classical receptive field properties and the statistics of natural scenes

Pages 331-350 | Published online: 04 Aug 2009

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Yoshinori Nagai, Ryan RL Taylor, Yik-Wen Loh & Ted Maddess. (2009) Discrimination of complex form by simple oscillator networks. Network: Computation in Neural Systems 20:4, pages 233-252.
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Christoph Zetzsche & Ulrich Nuding. (2005) Nonlinear and higher-order approaches to the encoding of natural scenes. Network: Computation in Neural Systems 16:2-3, pages 191-221.
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Wakako Hashimoto. (2003) Quadratic forms in natural images. Network: Computation in Neural Systems 14:4, pages 765-788.
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Articles from other publishers (21)

Gabriel C. Mel, Chaithanya A. Ramachandra & Bartlett W. Mel. (2022) Object Boundary Detection in Natural Images May Depend on “Incitatory” Cell–Cell Interactions. The Journal of Neuroscience 42:48, pages 8960-8979.
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T. Maddess, D. Coy, J. C. Herrington, C. F. Carle, F. Sabeti & M. S. Barbosa. (2021) Learning complex texture discrimination. Journal of the Optical Society of America A 38:3, pages 449.
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Dylan M. Paiton, Charles G. Frye, Sheng Y. Lundquist, Joel D. Bowen, Ryan Zarcone & Bruno A. Olshausen. (2020) Selectivity and robustness of sparse coding networks. Journal of Vision 20:12, pages 10.
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Jong-Hoon Nam, J. W. Grant, M. H. Rowe & E. H. Peterson. (2019) Multiscale modeling of mechanotransduction in the utricle. Journal of Neurophysiology 122:1, pages 132-150.
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Jan Melchior, Nan Wang & Laurenz Wiskott. (2017) Gaussian-binary restricted Boltzmann machines for modeling natural image statistics. PLOS ONE 12:2, pages e0171015.
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James H. Elder, Jonathan Victor & Steven W. Zucker. (2016) Understanding the statistics of the natural environment and their implications for vision. Vision Research 120, pages 1-4.
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James R. Golden, Kedarnath P. Vilankar, Michael C.K. Wu & David J. Field. (2016) Conjectures regarding the nonlinear geometry of visual neurons. Vision Research 120, pages 74-92.
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HaDi MaBouDi, Hideaki Shimazaki, Shun-ichi Amari & Hamid Soltanian-Zadeh. (2016) Representation of higher-order statistical structures in natural scenes via spatial phase distributions. Vision Research 120, pages 61-73.
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Reza Shahbazi, Rajeev Raizada & Shimon Edelman. (2016) Similarity, kernels, and the fundamental constraints on cognition. Journal of Mathematical Psychology 70, pages 21-34.
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Marconi S. Barbosa, Anton Bubna-Litic & Ted Maddess. (2013) Locally countable properties and the perceptual salience of textures. Journal of the Optical Society of America A 30:8, pages 1687.
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Hui Wei, Xiao-Mei Wang & Loi Lei Lai. (2012) Compact Image Representation Model Based on Both nCRF and Reverse Control Mechanisms. IEEE Transactions on Neural Networks and Learning Systems 23:1, pages 150-162.
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Hui Wei, Bo Lang & Qing-song Zuo. 2011. Engineering Applications of Neural Networks. Engineering Applications of Neural Networks 63 68 .
THORSTEN HANSEN & KARL R. GEGENFURTNER. (2009) Independence of color and luminance edges in natural scenes. Visual Neuroscience 26:1, pages 35-49.
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U. Nuding & C. Zetzsche. (2007) Learning the selectivity of V2 and V4 neurons using non-linear multi-layer wavelet networks. Biosystems 89:1-3, pages 273-279.
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Ted Maddess, Yoshinori Nagai, Jonathan D. Victor & Ryan R. L. Taylor. (2007) Multilevel isotrigon textures. Journal of the Optical Society of America A 24:2, pages 278.
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Gidon Felsen, Jon Touryan, Feng Han & Yang Dan. (2005) Cortical Sensitivity to Visual Features in Natural Scenes. PLoS Biology 3:10, pages e342.
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Bruno A. OlshausenDavid J. Field. (2005) How Close Are We to Understanding V1?. Neural Computation 17:8, pages 1665-1699.
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C. Zetzsche & U. Nuding. (2005) Natural scene statistics and nonlinear neural interactions between frequency-selective mechanisms. Biosystems 79:1-3, pages 143-149.
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Lewis D Griffin, M Lillholm & M Nielsen. (2004) Natural image profiles are most likely to be step edges. Vision Research 44:4, pages 407-421.
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Eero P Simoncelli. (2003) Vision and the statistics of the visual environment. Current Opinion in Neurobiology 13:2, pages 144-149.
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W. Hashimoto. (2002) Analysis of natural images by independent quadratic forms and temporally coherent quadratic forms. Analysis of natural images by independent quadratic forms and temporally coherent quadratic forms.

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